{"id":"W7064454111","doi":"","title":"Commodity Markets Outlook, April 2016 : Resource Development in an Era of Cheap Commodities","year":2016,"lang":"en","type":"report","venue":"The World Bank Open Knowledge Repository (World Bank)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Commodity; Crude oil; Oil price; Supply and demand; Corporate governance; Commodity market","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005152073,0.001075201,0.001865638,0.0008042525,0.0008390971,0.000526465,0.004648749,0.0002016235,0.04970259],"category_scores_gemma":[0.00006077543,0.000769522,0.0003945938,0.0009790149,0.0006929802,0.0001811379,0.004166113,0.00204991,0.0002135852],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004928859,"about_ca_system_score_gemma":0.006462916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004075636,"about_ca_topic_score_gemma":0.02490738,"domain_scores_codex":[0.9917318,0.001801981,0.002448827,0.001314987,0.001517947,0.001184507],"domain_scores_gemma":[0.9924889,0.00141419,0.001359514,0.003142186,0.001230982,0.0003642092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003767946,0.001317133,0.01220685,0.0004445763,0.0003825842,0.00003200783,0.000878436,0.000001565783,0.0003101355,0.001038766,0.5771781,0.4058331],"study_design_scores_gemma":[0.001366853,0.00007268458,0.03375888,0.00299712,0.0001202162,0.000006257348,0.0001955368,0.00004849183,0.003696002,0.0001710788,0.9566067,0.0009601231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01094468,0.001670293,0.00001937729,0.001276181,0.001365199,0.003193331,0.000166823,0.0000626441,0.9813015],"genre_scores_gemma":[0.2095378,0.00004839673,0.00022619,0.00003648984,0.001744811,0.0009082455,0.0002562968,0.0001486036,0.7870931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.404873,"threshold_uncertainty_score":0.9994756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04090398190743658,"score_gpt":0.320862677160287,"score_spread":0.2799586952528504,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}